Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 104 |
| Missing cells | 64 |
| Missing cells (%) | 4.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.4 KiB |
| Average record size in memory | 73.2 B |
Variable types
| TimeSeries | 11 |
|---|---|
| DateTime | 1 |
| Categorical | 1 |
Active Truck Utilization (SA) is highly overall correlated with Total TL: Spot Rate (exc. FSC, SA) and 1 other fields | High correlation |
Total Truck Loadings (SA) is highly overall correlated with Total TL: Spot Rate (exc. FSC, SA) and 6 other fields | High correlation |
Total TL: Spot Rate (exc. FSC, SA) is highly overall correlated with Active Truck Utilization (SA) and 5 other fields | High correlation |
Total TL: Contract Rate (exc. FSC, SA) is highly overall correlated with Total Truck Loadings (SA) and 6 other fields | High correlation |
Driver Labor Index (1992=100, SA) is highly overall correlated with Total Truck Loadings (SA) and 5 other fields | High correlation |
Truck Driver Pressure Index (0 = Neutral, SA) is highly overall correlated with Active Truck Utilization (SA) | High correlation |
Real GDP is highly overall correlated with Total Truck Loadings (SA) and 6 other fields | High correlation |
CPI Index is highly overall correlated with Total Truck Loadings (SA) and 6 other fields | High correlation |
3 Month T-Bill Rate, % is highly overall correlated with Total Truck Loadings (SA) and 1 other fields | High correlation |
National Avg. Diesel Fuel Price ($/Gal.) is highly overall correlated with Driver Labor Index (1992=100, SA) and 3 other fields | High correlation |
Year is highly overall correlated with Total Truck Loadings (SA) and 6 other fields | High correlation |
Total TL: Spot Rate (exc. FSC, SA) has 32 (30.8%) missing values | Missing |
Total TL: Contract Rate (exc. FSC, SA) has 32 (30.8%) missing values | Missing |
Total Truck Loadings (SA) is non stationary | Non stationary |
Total TL: Spot Rate (exc. FSC, SA) is non stationary | Non stationary |
Total TL: Contract Rate (exc. FSC, SA) is non stationary | Non stationary |
Driver Labor Index (1992=100, SA) is non stationary | Non stationary |
Real GDP is non stationary | Non stationary |
CPI Index is non stationary | Non stationary |
National Avg. Diesel Fuel Price ($/Gal.) is non stationary | Non stationary |
Year is non stationary | Non stationary |
Quarter is uniformly distributed | Uniform |
Total Truck Loadings (SA) has unique values | Unique |
Driver Labor Index (1992=100, SA) has unique values | Unique |
Truck Driver Pressure Index (0 = Neutral, SA) has unique values | Unique |
Real GDP has unique values | Unique |
CPI Index has unique values | Unique |
National Avg. Diesel Fuel Price ($/Gal.) has unique values | Unique |
Date has unique values | Unique |
Reproduction
| Analysis started | 2023-05-01 22:25:26.435998 |
|---|---|
| Analysis finished | 2023-05-01 22:25:40.881700 |
| Duration | 14.45 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Active Truck Utilization (SA)
Numeric time series
| Distinct | 99 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.90979063 |
|---|---|
| Minimum | 0.81875342 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | 0.81875342 |
|---|---|
| 5-th percentile | 0.84976066 |
| Q1 | 0.87812315 |
| median | 0.90228552 |
| Q3 | 0.93613689 |
| 95-th percentile | 0.99958504 |
| Maximum | 1 |
| Range | 0.18124658 |
| Interquartile range (IQR) | 0.058013737 |
Descriptive statistics
| Standard deviation | 0.044866666 |
|---|---|
| Coefficient of variation (CV) | 0.049315375 |
| Kurtosis | -0.52721417 |
| Mean | 0.90979063 |
| Median Absolute Deviation (MAD) | 0.0301148 |
| Skewness | 0.44197157 |
| Sum | 94.618226 |
| Variance | 0.0020130179 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.001255926517 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 6 | 5.8% |
| 0.8955511451 | 1 | 1.0% |
| 0.8767299652 | 1 | 1.0% |
| 0.9147752523 | 1 | 1.0% |
| 0.952093184 | 1 | 1.0% |
| 0.9832124114 | 1 | 1.0% |
| 0.9874635339 | 1 | 1.0% |
| 0.9677611589 | 1 | 1.0% |
| 0.9315921664 | 1 | 1.0% |
| 0.8658621907 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 0.8187534213 | 1 | |
| 0.828115344 | 1 | |
| 0.8424383402 | 1 | |
| 0.8449956775 | 1 | |
| 0.8459328413 | 1 | |
| 0.849678874 | 1 | |
| 0.8502241373 | 1 | |
| 0.8508908153 | 1 | |
| 0.8510677814 | 1 | |
| 0.8517776132 | 1 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 0.9972336292 | 1 | 1.0% |
| 0.9968987107 | 1 | 1.0% |
| 0.9932938218 | 1 | 1.0% |
| 0.9874635339 | 1 | 1.0% |
| 0.9832124114 | 1 | 1.0% |
| 0.9775281549 | 1 | 1.0% |
| 0.9677611589 | 1 | 1.0% |
| 0.9638091326 | 1 | 1.0% |
| 0.9638071656 | 1 | 1.0% |
ACF and PACF
Total Truck Loadings (SA)
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7392279 × 108 |
|---|---|
| Minimum | 1.4217122 × 108 |
| Maximum | 1.9923736 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | 1.4217122 × 108 |
|---|---|
| 5-th percentile | 1.5106549 × 108 |
| Q1 | 1.6262954 × 108 |
| median | 1.7155669 × 108 |
| Q3 | 1.9095913 × 108 |
| 95-th percentile | 1.9687628 × 108 |
| Maximum | 1.9923736 × 108 |
| Range | 57066141 |
| Interquartile range (IQR) | 28329586 |
Descriptive statistics
| Standard deviation | 15772884 |
|---|---|
| Coefficient of variation (CV) | 0.090688998 |
| Kurtosis | -1.2090462 |
| Mean | 1.7392279 × 108 |
| Median Absolute Deviation (MAD) | 13993580 |
| Skewness | 0.031799012 |
| Sum | 1.8087971 × 1010 |
| Variance | 2.4878387 × 1014 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8782398002 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 166834222.9 | 1 | 1.0% |
| 168695651.8 | 1 | 1.0% |
| 192367136.8 | 1 | 1.0% |
| 191365664.9 | 1 | 1.0% |
| 191147265.7 | 1 | 1.0% |
| 191293145.7 | 1 | 1.0% |
| 190321071.9 | 1 | 1.0% |
| 190896417.7 | 1 | 1.0% |
| 187795405.1 | 1 | 1.0% |
| 187063791 | 1 | 1.0% |
| Other values (94) | 94 |
| Value | Count | Frequency (%) |
| 142171223.1 | 1 | |
| 144844283.9 | 1 | |
| 145609965 | 1 | |
| 145958760.8 | 1 | |
| 149739215.2 | 1 | |
| 150792516.4 | 1 | |
| 152612313.4 | 1 | |
| 152832222.1 | 1 | |
| 152865448.6 | 1 | |
| 153261879 | 1 |
| Value | Count | Frequency (%) |
| 199237364.1 | 1 | |
| 199089774.9 | 1 | |
| 198890804.9 | 1 | |
| 198000980.3 | 1 | |
| 197351692.2 | 1 | |
| 196971718.7 | 1 | |
| 196335490.8 | 1 | |
| 196133989.9 | 1 | |
| 195511981.7 | 1 | |
| 194944432.8 | 1 |
ACF and PACF
Total TL: Spot Rate (exc. FSC, SA)
Numeric time series
HIGH CORRELATION MISSING NON STATIONARY
| Distinct | 72 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 32 |
| Missing (%) | 30.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.67607 |
|---|---|
| Minimum | 77.902023 |
| Maximum | 162.4313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | 77.902023 |
|---|---|
| 5-th percentile | 85.267386 |
| Q1 | 103.12238 |
| median | 108.9407 |
| Q3 | 119.991 |
| 95-th percentile | 149.67843 |
| Maximum | 162.4313 |
| Range | 84.529282 |
| Interquartile range (IQR) | 16.868616 |
Descriptive statistics
| Standard deviation | 17.677216 |
|---|---|
| Coefficient of variation (CV) | 0.15688526 |
| Kurtosis | 0.89831018 |
| Mean | 112.67607 |
| Median Absolute Deviation (MAD) | 7.5061531 |
| Skewness | 0.80815655 |
| Sum | 8112.6774 |
| Variance | 312.48395 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3826696339 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102.6251831 | 1 | 1.0% |
| 145.5853577 | 1 | 1.0% |
| 142.4832306 | 1 | 1.0% |
| 129.2870789 | 1 | 1.0% |
| 96.45489502 | 1 | 1.0% |
| 109.3403091 | 1 | 1.0% |
| 105.4861298 | 1 | 1.0% |
| 104.580986 | 1 | 1.0% |
| 101.0910568 | 1 | 1.0% |
| 113.515213 | 1 | 1.0% |
| Other values (62) | 62 | |
| (Missing) | 32 |
| Value | Count | Frequency (%) |
| 77.90202332 | 1 | |
| 80.17908478 | 1 | |
| 81.82704163 | 1 | |
| 82.68315125 | 1 | |
| 87.38175964 | 1 | |
| 93.94298553 | 1 | |
| 95.59709167 | 1 | |
| 95.89161682 | 1 | |
| 96.11296844 | 1 | |
| 96.45489502 | 1 |
| Value | Count | Frequency (%) |
| 162.4313049 | 1 | |
| 157.1585999 | 1 | |
| 157.1009979 | 1 | |
| 154.681076 | 1 | |
| 145.5853577 | 1 | |
| 142.4832306 | 1 | |
| 135.1296234 | 1 | |
| 135.0182037 | 1 | |
| 134.4703217 | 1 | |
| 131.2262726 | 1 |
ACF and PACF
Total TL: Contract Rate (exc. FSC, SA)
Numeric time series
HIGH CORRELATION MISSING NON STATIONARY
| Distinct | 72 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 32 |
| Missing (%) | 30.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.85154 |
|---|---|
| Minimum | 95.654587 |
| Maximum | 156.7821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | 95.654587 |
|---|---|
| 5-th percentile | 96.518226 |
| Q1 | 105.69841 |
| median | 114.89983 |
| Q3 | 139.07974 |
| 95-th percentile | 152.066 |
| Maximum | 156.7821 |
| Range | 61.127518 |
| Interquartile range (IQR) | 33.381336 |
Descriptive statistics
| Standard deviation | 18.20997 |
|---|---|
| Coefficient of variation (CV) | 0.1506805 |
| Kurtosis | -1.0775963 |
| Mean | 120.85154 |
| Median Absolute Deviation (MAD) | 12.947575 |
| Skewness | 0.431725 |
| Sum | 8701.3107 |
| Variance | 331.60306 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.976873648 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 113.3463745 | 1 | 1.0% |
| 135.536911 | 1 | 1.0% |
| 132.0414886 | 1 | 1.0% |
| 126.2863235 | 1 | 1.0% |
| 120.8508377 | 1 | 1.0% |
| 124.3693542 | 1 | 1.0% |
| 125.0056305 | 1 | 1.0% |
| 125.241539 | 1 | 1.0% |
| 126.0108719 | 1 | 1.0% |
| 128.6747131 | 1 | 1.0% |
| Other values (62) | 62 | |
| (Missing) | 32 |
| Value | Count | Frequency (%) |
| 95.65458679 | 1 | |
| 96.18639374 | 1 | |
| 96.26087189 | 1 | |
| 96.37526703 | 1 | |
| 96.63519287 | 1 | |
| 97.5608902 | 1 | |
| 98.60038757 | 1 | |
| 100 | 1 | |
| 100.1637192 | 1 | |
| 100.5591888 | 1 |
| Value | Count | Frequency (%) |
| 156.7821045 | 1 | |
| 155.7073364 | 1 | |
| 154.4971771 | 1 | |
| 152.3362732 | 1 | |
| 151.8448639 | 1 | |
| 150.3144073 | 1 | |
| 149.0257721 | 1 | |
| 147.7256775 | 1 | |
| 146.0992279 | 1 | |
| 145.7658234 | 1 |
ACF and PACF
Driver Labor Index (1992=100, SA)
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.87068 |
|---|---|
| Minimum | 105.24831 |
| Maximum | 130.13795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | 105.24831 |
|---|---|
| 5-th percentile | 106.67719 |
| Q1 | 113.00985 |
| median | 124.5961 |
| Q3 | 125.62868 |
| 95-th percentile | 129.58436 |
| Maximum | 130.13795 |
| Range | 24.889648 |
| Interquartile range (IQR) | 12.618832 |
Descriptive statistics
| Standard deviation | 7.3772297 |
|---|---|
| Coefficient of variation (CV) | 0.06103407 |
| Kurtosis | -0.86102539 |
| Mean | 120.87068 |
| Median Absolute Deviation (MAD) | 2.1377258 |
| Skewness | -0.78133309 |
| Sum | 12570.551 |
| Variance | 54.423515 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2942684524 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 105.3871918 | 1 | 1.0% |
| 105.4735794 | 1 | 1.0% |
| 126.3891525 | 1 | 1.0% |
| 126.3680191 | 1 | 1.0% |
| 125.6259308 | 1 | 1.0% |
| 125.8481369 | 1 | 1.0% |
| 125.7602539 | 1 | 1.0% |
| 125.0952835 | 1 | 1.0% |
| 125.6369476 | 1 | 1.0% |
| 125.3000641 | 1 | 1.0% |
| Other values (94) | 94 |
| Value | Count | Frequency (%) |
| 105.2483063 | 1 | |
| 105.3871918 | 1 | |
| 105.4735794 | 1 | |
| 105.7556076 | 1 | |
| 106.4534607 | 1 | |
| 106.620018 | 1 | |
| 107.001152 | 1 | |
| 107.9843445 | 1 | |
| 108.4228821 | 1 | |
| 109.2613678 | 1 |
| Value | Count | Frequency (%) |
| 130.1379547 | 1 | |
| 130.0317841 | 1 | |
| 129.9294891 | 1 | |
| 129.8338623 | 1 | |
| 129.7434235 | 1 | |
| 129.6118164 | 1 | |
| 129.4287872 | 1 | |
| 129.1701508 | 1 | |
| 128.8356934 | 1 | |
| 128.3970947 | 1 |
ACF and PACF
Truck Driver Pressure Index (0 = Neutral, SA)
Numeric time series
HIGH CORRELATION UNIQUE
| Distinct | 104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.087947926 |
|---|---|
| Minimum | -11.97446 |
| Maximum | 11.560026 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | -11.97446 |
|---|---|
| 5-th percentile | -9.4072257 |
| Q1 | -3.7261863 |
| median | -1.0079513 |
| Q3 | 4.4764653 |
| 95-th percentile | 9.5077991 |
| Maximum | 11.560026 |
| Range | 23.534486 |
| Interquartile range (IQR) | 8.2026517 |
Descriptive statistics
| Standard deviation | 5.7012801 |
|---|---|
| Coefficient of variation (CV) | 64.825634 |
| Kurtosis | -0.64832276 |
| Mean | 0.087947926 |
| Median Absolute Deviation (MAD) | 4.1142559 |
| Skewness | 0.064632796 |
| Sum | 9.1465843 |
| Variance | 32.504593 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.001419702713 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.296499372 | 1 | 1.0% |
| 3.378000021 | 1 | 1.0% |
| -3.124495268 | 1 | 1.0% |
| -0.1671283692 | 1 | 1.0% |
| 4.410934925 | 1 | 1.0% |
| 8.168843269 | 1 | 1.0% |
| 10.71324921 | 1 | 1.0% |
| 10.46580029 | 1 | 1.0% |
| 11.26981544 | 1 | 1.0% |
| 11.56002617 | 1 | 1.0% |
| Other values (94) | 94 |
| Value | Count | Frequency (%) |
| -11.97445965 | 1 | |
| -11.75789738 | 1 | |
| -11.24374199 | 1 | |
| -10.8213501 | 1 | |
| -9.601939201 | 1 | |
| -9.476758003 | 1 | |
| -9.013209343 | 1 | |
| -8.931984901 | 1 | |
| -7.21913147 | 1 | |
| -7.036275864 | 1 |
| Value | Count | Frequency (%) |
| 11.56002617 | 1 | |
| 11.26981544 | 1 | |
| 10.71324921 | 1 | |
| 10.46580029 | 1 | |
| 9.982379913 | 1 | |
| 9.524805069 | 1 | |
| 9.411432266 | 1 | |
| 8.962598801 | 1 | |
| 8.783802032 | 1 | |
| 8.387318611 | 1 |
ACF and PACF
Real GDP
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16797.25 |
|---|---|
| Minimum | 12935.252 |
| Maximum | 21040.896 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | 12935.252 |
|---|---|
| 5-th percentile | 13265.645 |
| Q1 | 15209.354 |
| median | 16370.76 |
| Q3 | 18766.643 |
| 95-th percentile | 20512.542 |
| Maximum | 21040.896 |
| Range | 8105.6445 |
| Interquartile range (IQR) | 3557.2891 |
Descriptive statistics
| Standard deviation | 2332.8303 |
|---|---|
| Coefficient of variation (CV) | 0.13888169 |
| Kurtosis | -1.0889578 |
| Mean | 16797.25 |
| Median Absolute Deviation (MAD) | 1761.1995 |
| Skewness | 0.17402813 |
| Sum | 1746914 |
| Variance | 5442097.4 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9640674595 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12935.252 | 1 | 1.0% |
| 13170.749 | 1 | 1.0% |
| 18835.41016 | 1 | 1.0% |
| 18733.74023 | 1 | 1.0% |
| 18699.74805 | 1 | 1.0% |
| 18565.69727 | 1 | 1.0% |
| 18437.12695 | 1 | 1.0% |
| 18310.3 | 1 | 1.0% |
| 18127.994 | 1 | 1.0% |
| 17979.218 | 1 | 1.0% |
| Other values (94) | 94 |
| Value | Count | Frequency (%) |
| 12935.252 | 1 | |
| 13170.749 | 1 | |
| 13183.89 | 1 | |
| 13219.251 | 1 | |
| 13248.142 | 1 | |
| 13262.25 | 1 | |
| 13284.881 | 1 | |
| 13301.394 | 1 | |
| 13394.91 | 1 | |
| 13477.356 | 1 |
| Value | Count | Frequency (%) |
| 21040.89648 | 1 | |
| 20933.94531 | 1 | |
| 20828.23828 | 1 | |
| 20724.76172 | 1 | |
| 20621.99414 | 1 | |
| 20525.94141 | 1 | |
| 20436.61523 | 1 | |
| 20356.19141 | 1 | |
| 20294.55273 | 1 | |
| 20280.16992 | 1 |
ACF and PACF
CPI Index
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3421304 |
|---|---|
| Minimum | 1.701 |
| Maximum | 3.3580749 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | 1.701 |
|---|---|
| 5-th percentile | 1.7718833 |
| Q1 | 2.0206667 |
| median | 2.3170717 |
| Q3 | 2.555185 |
| 95-th percentile | 3.2254039 |
| Maximum | 3.3580749 |
| Range | 1.6570749 |
| Interquartile range (IQR) | 0.5345183 |
Descriptive statistics
| Standard deviation | 0.43130147 |
|---|---|
| Coefficient of variation (CV) | 0.18414921 |
| Kurtosis | -0.19792463 |
| Mean | 2.3421304 |
| Median Absolute Deviation (MAD) | 0.26494479 |
| Skewness | 0.65959543 |
| Sum | 243.58156 |
| Variance | 0.18602096 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9990185836 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.700999975 | 1 | 1.0% |
| 1.714333296 | 1 | 1.0% |
| 2.532927036 | 1 | 1.0% |
| 2.526900053 | 1 | 1.0% |
| 2.517703056 | 1 | 1.0% |
| 2.50680995 | 1 | 1.0% |
| 2.492542982 | 1 | 1.0% |
| 2.472383261 | 1 | 1.0% |
| 2.452869892 | 1 | 1.0% |
| 2.441200018 | 1 | 1.0% |
| Other values (94) | 94 |
| Value | Count | Frequency (%) |
| 1.700999975 | 1 | |
| 1.714333296 | 1 | |
| 1.730000019 | 1 | |
| 1.742333293 | 1 | |
| 1.758999944 | 1 | |
| 1.771333337 | 1 | |
| 1.774999976 | 1 | |
| 1.776333332 | 1 | |
| 1.780666709 | 1 | |
| 1.794666648 | 1 |
| Value | Count | Frequency (%) |
| 3.358074903 | 1 | |
| 3.335891962 | 1 | |
| 3.312577963 | 1 | |
| 3.287779093 | 1 | |
| 3.260850906 | 1 | |
| 3.23054409 | 1 | |
| 3.196275949 | 1 | |
| 3.159301043 | 1 | |
| 3.120743036 | 1 | |
| 3.082120895 | 1 |
ACF and PACF
3 Month T-Bill Rate, %
Numeric time series
| Distinct | 95 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9191265 |
|---|---|
| Minimum | 0.013333334 |
| Maximum | 6.1999998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | 0.013333334 |
|---|---|
| 5-th percentile | 0.026666717 |
| Q1 | 0.12333325 |
| median | 1.2016667 |
| Q3 | 3.501532 |
| 95-th percentile | 5.4116821 |
| Maximum | 6.1999998 |
| Range | 6.1866665 |
| Interquartile range (IQR) | 3.3781988 |
Descriptive statistics
| Standard deviation | 1.9707756 |
|---|---|
| Coefficient of variation (CV) | 1.0269128 |
| Kurtosis | -0.90098035 |
| Mean | 1.9191265 |
| Median Absolute Deviation (MAD) | 1.1466666 |
| Skewness | 0.72713441 |
| Sum | 199.58916 |
| Variance | 3.8839567 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01017973497 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.08666666597 | 3 | 2.9% |
| 0.03333333507 | 2 | 1.9% |
| 0.04666666687 | 2 | 1.9% |
| 0.05000000075 | 2 | 1.9% |
| 0.1266666651 | 2 | 1.9% |
| 0.1566666663 | 2 | 1.9% |
| 0.02333333343 | 2 | 1.9% |
| 0.02666666731 | 2 | 1.9% |
| 0.9033333063 | 1 | 1.0% |
| 2.436666965 | 1 | 1.0% |
| Other values (85) | 85 |
| Value | Count | Frequency (%) |
| 0.01333333366 | 1 | |
| 0.01999999955 | 1 | |
| 0.02333333343 | 2 | |
| 0.02666666731 | 2 | |
| 0.02666700073 | 1 | |
| 0.03333333507 | 2 | |
| 0.03999999911 | 1 | |
| 0.04666666687 | 2 | |
| 0.04666699842 | 1 | |
| 0.05000000075 | 2 |
| Value | Count | Frequency (%) |
| 6.199999809 | 1 | |
| 6.196666718 | 1 | |
| 5.889999866 | 1 | |
| 5.696666718 | 1 | |
| 5.419120789 | 1 | |
| 5.414663792 | 1 | |
| 5.394785881 | 1 | |
| 5.321630955 | 1 | |
| 5.186318874 | 1 | |
| 5.116666794 | 1 |
ACF and PACF
National Avg. Diesel Fuel Price ($/Gal.)
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9753201 |
|---|---|
| Minimum | 1.1783333 |
| Maximum | 5.4816666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 544.0 B |
Quantile statistics
| Minimum | 1.1783333 |
|---|---|
| 5-th percentile | 1.42265 |
| Q1 | 2.3688334 |
| median | 2.919 |
| Q3 | 3.8899166 |
| 95-th percentile | 4.3701493 |
| Maximum | 5.4816666 |
| Range | 4.3033333 |
| Interquartile range (IQR) | 1.5210832 |
Descriptive statistics
| Standard deviation | 0.9978072 |
|---|---|
| Coefficient of variation (CV) | 0.3353613 |
| Kurtosis | -0.67677826 |
| Mean | 2.9753201 |
| Median Absolute Deviation (MAD) | 0.8471669 |
| Skewness | 0.03376333 |
| Sum | 309.43329 |
| Variance | 0.99561924 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1414207189 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.432000041 | 1 | 1.0% |
| 1.421000004 | 1 | 1.0% |
| 3.017666578 | 1 | 1.0% |
| 3.262666702 | 1 | 1.0% |
| 3.237666607 | 1 | 1.0% |
| 3.197666645 | 1 | 1.0% |
| 3.017333269 | 1 | 1.0% |
| 2.870666742 | 1 | 1.0% |
| 2.625333309 | 1 | 1.0% |
| 2.551333427 | 1 | 1.0% |
| Other values (94) | 94 |
| Value | Count | Frequency (%) |
| 1.178333282 | 1 | |
| 1.258000016 | 1 | |
| 1.299999952 | 1 | |
| 1.345999956 | 1 | |
| 1.419999957 | 1 | |
| 1.421000004 | 1 | |
| 1.432000041 | 1 | |
| 1.437000036 | 1 | |
| 1.463000059 | 1 | |
| 1.466666698 | 1 |
| Value | Count | Frequency (%) |
| 5.481666565 | 1 | |
| 5.164000034 | 1 | |
| 5.059999943 | 1 | |
| 4.521440506 | 1 | |
| 4.39533329 | 1 | |
| 4.374940395 | 1 | |
| 4.342999935 | 1 | |
| 4.287000179 | 1 | |
| 4.121421814 | 1 | |
| 4.096830368 | 1 |
ACF and PACF
Date
Date
| Distinct | 104 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 960.0 B |
| Minimum | 2000-01-01 00:00:00 |
|---|---|
| Maximum | 2025-10-01 00:00:00 |
Histogram with fixed size bins (bins=50)
Year
Numeric time series
HIGH CORRELATION NON STATIONARY
| Distinct | 26 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.5 |
|---|---|
| Minimum | 2000 |
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 960.0 B |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2001 |
| Q1 | 2006 |
| median | 2012.5 |
| Q3 | 2019 |
| 95-th percentile | 2024 |
| Maximum | 2025 |
| Range | 25 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.5363198 |
|---|---|
| Coefficient of variation (CV) | 0.0037447552 |
| Kurtosis | -1.2034996 |
| Mean | 2012.5 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 0 |
| Sum | 209300 |
| Variance | 56.796117 |
| Monotonicity | Increasing |
| Augmented Dickey-Fuller test p-value | 0.9491214515 |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 2000 | 4 | 3.8% |
| 2001 | 4 | 3.8% |
| 2024 | 4 | 3.8% |
| 2023 | 4 | 3.8% |
| 2022 | 4 | 3.8% |
| 2021 | 4 | 3.8% |
| 2020 | 4 | 3.8% |
| 2019 | 4 | 3.8% |
| 2018 | 4 | 3.8% |
| 2017 | 4 | 3.8% |
| Other values (16) | 64 |
| Value | Count | Frequency (%) |
| 2000 | 4 | |
| 2001 | 4 | |
| 2002 | 4 | |
| 2003 | 4 | |
| 2004 | 4 | |
| 2005 | 4 | |
| 2006 | 4 | |
| 2007 | 4 | |
| 2008 | 4 | |
| 2009 | 4 |
| Value | Count | Frequency (%) |
| 2025 | 4 | |
| 2024 | 4 | |
| 2023 | 4 | |
| 2022 | 4 | |
| 2021 | 4 | |
| 2020 | 4 | |
| 2019 | 4 | |
| 2018 | 4 | |
| 2017 | 4 | |
| 2016 | 4 |
ACF and PACF
Quarter
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 960.0 B |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 104 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 26 | |
| 3 | 26 | |
| 4 | 26 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 26 | |
| 3 | 26 | |
| 4 | 26 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 26 | |
| 3 | 26 | |
| 4 | 26 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 104 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 26 | |
| 3 | 26 | |
| 4 | 26 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 104 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 26 | |
| 3 | 26 | |
| 4 | 26 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 26 | |
| 3 | 26 | |
| 4 | 26 |
| Active Truck Utilization (SA) | Total Truck Loadings (SA) | Total TL: Spot Rate (exc. FSC, SA) | Total TL: Contract Rate (exc. FSC, SA) | Driver Labor Index (1992=100, SA) | Truck Driver Pressure Index (0 = Neutral, SA) | Real GDP | CPI Index | 3 Month T-Bill Rate, % | National Avg. Diesel Fuel Price ($/Gal.) | Year | Quarter | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Active Truck Utilization (SA) | 1.000 | 0.161 | 0.505 | 0.205 | -0.132 | 0.951 | -0.095 | -0.108 | -0.105 | -0.224 | -0.113 | 0.000 |
| Total Truck Loadings (SA) | 0.161 | 1.000 | 0.677 | 0.951 | 0.527 | -0.027 | 0.676 | 0.641 | 0.512 | 0.309 | 0.636 | 0.000 |
| Total TL: Spot Rate (exc. FSC, SA) | 0.505 | 0.677 | 1.000 | 0.719 | 0.365 | 0.308 | 0.646 | 0.637 | 0.141 | 0.410 | 0.613 | 0.000 |
| Total TL: Contract Rate (exc. FSC, SA) | 0.205 | 0.951 | 0.719 | 1.000 | 0.723 | -0.044 | 0.966 | 0.966 | 0.507 | 0.359 | 0.961 | 0.000 |
| Driver Labor Index (1992=100, SA) | -0.132 | 0.527 | 0.365 | 0.723 | 1.000 | -0.268 | 0.924 | 0.930 | -0.056 | 0.746 | 0.931 | 0.000 |
| Truck Driver Pressure Index (0 = Neutral, SA) | 0.951 | -0.027 | 0.308 | -0.044 | -0.268 | 1.000 | -0.257 | -0.266 | -0.195 | -0.352 | -0.268 | 0.107 |
| Real GDP | -0.095 | 0.676 | 0.646 | 0.966 | 0.924 | -0.257 | 1.000 | 0.993 | -0.065 | 0.719 | 0.991 | 0.000 |
| CPI Index | -0.108 | 0.641 | 0.637 | 0.966 | 0.930 | -0.266 | 0.993 | 1.000 | -0.102 | 0.708 | 0.998 | 0.000 |
| 3 Month T-Bill Rate, % | -0.105 | 0.512 | 0.141 | 0.507 | -0.056 | -0.195 | -0.065 | -0.102 | 1.000 | -0.099 | -0.105 | 0.000 |
| National Avg. Diesel Fuel Price ($/Gal.) | -0.224 | 0.309 | 0.410 | 0.359 | 0.746 | -0.352 | 0.719 | 0.708 | -0.099 | 1.000 | 0.696 | 0.000 |
| Year | -0.113 | 0.636 | 0.613 | 0.961 | 0.931 | -0.268 | 0.991 | 0.998 | -0.105 | 0.696 | 1.000 | 0.000 |
| Quarter | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.107 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Unnamed: 1 | Active Truck Utilization (SA) | Total Truck Loadings (SA) | Total TL: Spot Rate (exc. FSC, SA) | Total TL: Contract Rate (exc. FSC, SA) | Driver Labor Index (1992=100, SA) | Truck Driver Pressure Index (0 = Neutral, SA) | Real GDP | CPI Index | 3 Month T-Bill Rate, % | National Avg. Diesel Fuel Price ($/Gal.) | Date | Year | Quarter |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.895551 | 1.668342e+08 | NaN | NaN | 105.387192 | 1.296499 | 12935.252 | 1.701000 | 5.696667 | 1.432000 | 2000-01-01 | 2000 | 1 |
| 1 | 0.919542 | 1.686957e+08 | NaN | NaN | 105.473579 | 3.378000 | 13170.749 | 1.714333 | 5.890000 | 1.421000 | 2000-04-01 | 2000 | 2 |
| 2 | 0.923229 | 1.683871e+08 | NaN | NaN | 105.248306 | 3.546350 | 13183.890 | 1.730000 | 6.200000 | 1.512333 | 2000-07-01 | 2000 | 3 |
| 3 | 0.926481 | 1.696478e+08 | NaN | NaN | 105.755608 | 3.252270 | 13262.250 | 1.742333 | 6.196667 | 1.607667 | 2000-10-01 | 2000 | 4 |
| 4 | 0.924500 | 1.667753e+08 | NaN | NaN | 106.620018 | 2.931173 | 13219.251 | 1.759000 | 4.946667 | 1.471667 | 2001-01-01 | 2001 | 1 |
| 5 | 0.925196 | 1.648092e+08 | NaN | NaN | 106.453461 | 2.209645 | 13301.394 | 1.771333 | 3.746667 | 1.466667 | 2001-04-01 | 2001 | 2 |
| 6 | 0.907481 | 1.614440e+08 | NaN | NaN | 107.001152 | 1.069989 | 13248.142 | 1.776333 | 3.240000 | 1.420000 | 2001-07-01 | 2001 | 3 |
| 7 | 0.909356 | 1.615363e+08 | NaN | NaN | 107.984344 | 1.237453 | 13284.881 | 1.775000 | 1.943333 | 1.258000 | 2001-10-01 | 2001 | 4 |
| 8 | 0.913963 | 1.602071e+08 | NaN | NaN | 108.422882 | 2.916898 | 13394.910 | 1.780667 | 1.756667 | 1.178333 | 2002-01-01 | 2002 | 1 |
| 9 | 0.941573 | 1.639121e+08 | NaN | NaN | 109.261368 | 5.219063 | 13477.356 | 1.794667 | 1.746667 | 1.300000 | 2002-04-01 | 2002 | 2 |
| Unnamed: 1 | Active Truck Utilization (SA) | Total Truck Loadings (SA) | Total TL: Spot Rate (exc. FSC, SA) | Total TL: Contract Rate (exc. FSC, SA) | Driver Labor Index (1992=100, SA) | Truck Driver Pressure Index (0 = Neutral, SA) | Real GDP | CPI Index | 3 Month T-Bill Rate, % | National Avg. Diesel Fuel Price ($/Gal.) | Date | Year | Quarter |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 0.844996 | 1.928742e+08 | 106.492844 | 140.144791 | 128.397095 | -11.757897 | 20280.169922 | 3.082121 | 5.414664 | 4.121422 | 2023-07-01 | 2023 | 3 |
| 95 | 0.842438 | 1.925154e+08 | 109.079544 | 139.054153 | 128.835693 | -11.974460 | 20294.552734 | 3.120743 | 5.419121 | 4.031275 | 2023-10-01 | 2023 | 4 |
| 96 | 0.845933 | 1.926422e+08 | 111.320610 | 139.156509 | 129.170151 | -11.243742 | 20356.191406 | 3.159301 | 5.394786 | 3.843582 | 2024-01-01 | 2024 | 1 |
| 97 | 0.856489 | 1.935778e+08 | 113.312904 | 140.114548 | 129.428787 | -9.601939 | 20436.615234 | 3.196276 | 5.321631 | 3.916433 | 2024-04-01 | 2024 | 2 |
| 98 | 0.872165 | 1.949444e+08 | 116.754303 | 141.287262 | 129.611816 | -7.219131 | 20525.941406 | 3.230544 | 5.017425 | 3.968425 | 2024-07-01 | 2024 | 3 |
| 99 | 0.889735 | 1.963355e+08 | 123.345222 | 143.374680 | 129.743423 | -4.749198 | 20621.994141 | 3.260851 | 4.622734 | 4.061817 | 2024-10-01 | 2024 | 4 |
| 100 | 0.903909 | 1.980010e+08 | 130.674347 | 146.099228 | 129.833862 | -2.948801 | 20724.761719 | 3.287779 | 4.266120 | 4.063447 | 2025-01-01 | 2025 | 1 |
| 101 | 0.913762 | 1.988908e+08 | 134.470322 | 149.025772 | 129.929489 | -1.885241 | 20828.238281 | 3.312578 | 3.883468 | 4.096830 | 2025-04-01 | 2025 | 2 |
| 102 | 0.916609 | 1.992374e+08 | 135.129623 | 151.844864 | 130.031784 | -1.826291 | 20933.945313 | 3.335892 | 3.586128 | 4.065533 | 2025-07-01 | 2025 | 3 |
| 103 | 0.907350 | 1.990898e+08 | 135.018204 | 154.497177 | 130.137955 | -2.646683 | 21040.896484 | 3.358075 | 3.342138 | 4.064808 | 2025-10-01 | 2025 | 4 |